Trane

An open source Python library for automated prediction engineering

pip install trane    

Streamline Your ML Workflow

Trane automatically generates problems from structured datasets, enabling rapid creation classification and regression problems.

Multi Table Support

Handle complex datasets effortlessly with multi-table support

Proper Time Handling

Receive accurate cutoff times to prevent models from training on test data

Seamless Integration

Designed to work in harmony with ML tools like scikit-learn, XGBoost, and more